Train
NO COMPARISON TARGET
284807
ROWS
1081
DUPLICATES
70.6 MB
RAM
31
FEATURES
1
CATEGORICAL
30
NUMERICAL
0
TEXT
2.3.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
V25
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
7.5
95%
0.8
Q3
0.4
MEDIAN
0.0
AVG
0.0
Q1
-0.3
5%
-0.8
MIN
-10.3
RANGE
17.8
IQR
0.668
STD
0.521
VAR
0.272
KURT.
4.29
SKEW
-0.416
SUM
1.52e-10
1
Time
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
124,592
(44%)
ZEROES:
2
(<1%)
MAX
173k
95%
164k
Q3
139k
AVG
95k
MEDIAN
85k
Q1
54k
5%
25k
MIN
0k
RANGE
173k
IQR
85,119
STD
47,488
VAR
2.3B
KURT.
-1.29
SKEW
-0.036
SUM
27.0B
2
V1
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
2.5
95%
2.1
Q3
1.3
MEDIAN
0.0
AVG
0.0
Q1
-0.9
5%
-2.9
MIN
-56.4
RANGE
58.9
IQR
2.24
STD
1.96
VAR
3.84
KURT.
32.5
SKEW
-3.28
SUM
3.33e-10
3
V2
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
22.1
95%
1.8
Q3
0.8
MEDIAN
0.1
AVG
0.0
Q1
-0.6
5%
-2.0
MIN
-72.7
RANGE
94.8
IQR
1.40
STD
1.65
VAR
2.73
KURT.
95.8
SKEW
-4.62
SUM
9.73e-11
4
V3
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
9.4
95%
2.1
Q3
1.0
MEDIAN
0.2
AVG
-0.0
Q1
-0.9
5%
-2.4
MIN
-48.3
RANGE
57.7
IQR
1.92
STD
1.52
VAR
2.30
KURT.
26.6
SKEW
-2.24
SUM
-3.93e-10
5
V4
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
16.9
95%
2.6
Q3
0.7
AVG
0.0
MEDIAN
-0.0
Q1
-0.8
5%
-2.2
MIN
-5.7
RANGE
22.6
IQR
1.59
STD
1.42
VAR
2.00
KURT.
2.64
SKEW
0.676
SUM
5.91e-10
6
V5
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
35
95%
2
Q3
1
AVG
0
MEDIAN
-0
Q1
-1
5%
-2
MIN
-114
RANGE
149
IQR
1.30
STD
1.38
VAR
1.91
KURT.
207
SKEW
-2.43
SUM
2.74e-10
7
V6
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
73.3
95%
3.2
Q3
0.4
AVG
0.0
MEDIAN
-0.3
Q1
-0.8
5%
-1.4
MIN
-26.2
RANGE
99.5
IQR
1.17
STD
1.33
VAR
1.77
KURT.
42.6
SKEW
1.83
SUM
4.24e-10
8
V7
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
121
95%
1
Q3
1
MEDIAN
0
AVG
-0
Q1
-1
5%
-1
MIN
-44
RANGE
164
IQR
1.12
STD
1.24
VAR
1.53
KURT.
406
SKEW
2.55
SUM
-1.58e-10
9
V8
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
20.0
95%
1.0
Q3
0.3
MEDIAN
0.0
AVG
0.0
Q1
-0.2
5%
-0.8
MIN
-73.2
RANGE
93.2
IQR
0.536
STD
1.19
VAR
1.43
KURT.
221
SKEW
-8.52
SUM
3.46e-11
10
V9
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
15.6
95%
1.8
Q3
0.6
AVG
-0.0
MEDIAN
-0.1
Q1
-0.6
5%
-1.8
MIN
-13.4
RANGE
29.0
IQR
1.24
STD
1.10
VAR
1.21
KURT.
3.73
SKEW
0.555
SUM
-6.85e-10
11
V10
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
23.7
95%
1.5
Q3
0.5
AVG
0.0
MEDIAN
-0.1
Q1
-0.5
5%
-1.3
MIN
-24.6
RANGE
48.3
IQR
0.989
STD
1.09
VAR
1.19
KURT.
32.0
SKEW
1.19
SUM
6.38e-10
12
V11
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
12.0
95%
1.6
Q3
0.7
AVG
0.0
MEDIAN
-0.0
Q1
-0.8
5%
-1.6
MIN
-4.8
RANGE
16.8
IQR
1.50
STD
1.02
VAR
1.04
KURT.
1.63
SKEW
0.357
SUM
4.77e-10
13
V12
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
7.8
95%
1.2
Q3
0.6
MEDIAN
0.1
AVG
-0.0
Q1
-0.4
5%
-2.0
MIN
-18.7
RANGE
26.5
IQR
1.02
STD
0.999
VAR
0.998
KURT.
20.2
SKEW
-2.28
SUM
-3.55e-10
14
V13
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
7.1
95%
1.6
Q3
0.7
AVG
0.0
MEDIAN
-0.0
Q1
-0.6
5%
-1.6
MIN
-5.8
RANGE
12.9
IQR
1.31
STD
0.995
VAR
0.991
KURT.
0.195
SKEW
0.065
SUM
2.33e-10
15
V14
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
10.5
95%
1.4
Q3
0.5
MEDIAN
0.1
AVG
0.0
Q1
-0.4
5%
-1.4
MIN
-19.2
RANGE
29.7
IQR
0.919
STD
0.959
VAR
0.919
KURT.
23.9
SKEW
-2.00
SUM
3.44e-10
16
V15
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
8.9
95%
1.4
Q3
0.6
MEDIAN
0.0
AVG
0.0
Q1
-0.6
5%
-1.6
MIN
-4.5
RANGE
13.4
IQR
1.23
STD
0.915
VAR
0.838
KURT.
0.285
SKEW
-0.308
SUM
1.39e-9
17
V16
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
17.3
95%
1.3
Q3
0.5
MEDIAN
0.1
AVG
0.0
Q1
-0.5
5%
-1.5
MIN
-14.1
RANGE
31.4
IQR
0.991
STD
0.876
VAR
0.768
KURT.
10.4
SKEW
-1.10
SUM
4.09e-10
18
V17
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
9.3
95%
1.3
Q3
0.4
AVG
-0.0
MEDIAN
-0.1
Q1
-0.5
5%
-1.0
MIN
-25.2
RANGE
34.4
IQR
0.883
STD
0.849
VAR
0.721
KURT.
94.8
SKEW
-3.84
SUM
-1.07e-10
19
V18
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
5.0
95%
1.4
Q3
0.5
AVG
0.0
MEDIAN
-0.0
Q1
-0.5
5%
-1.4
MIN
-9.5
RANGE
14.5
IQR
1.000
STD
0.838
VAR
0.703
KURT.
2.58
SKEW
-0.260
SUM
2.72e-10
20
V19
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
5.6
95%
1.3
Q3
0.5
MEDIAN
0.0
AVG
0.0
Q1
-0.5
5%
-1.4
MIN
-7.2
RANGE
12.8
IQR
0.915
STD
0.814
VAR
0.663
KURT.
1.72
SKEW
0.109
SUM
2.96e-10
21
V20
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
39.4
95%
0.8
Q3
0.1
AVG
0.0
MEDIAN
-0.1
Q1
-0.2
5%
-0.6
MIN
-54.5
RANGE
93.9
IQR
0.345
STD
0.771
VAR
0.594
KURT.
271
SKEW
-2.04
SUM
1.82e-10
22
V21
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
27.2
95%
0.5
Q3
0.2
AVG
0.0
MEDIAN
-0.0
Q1
-0.2
5%
-0.5
MIN
-34.8
RANGE
62.0
IQR
0.415
STD
0.735
VAR
0.540
KURT.
207
SKEW
3.59
SUM
4.71e-11
23
V22
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
10.5
95%
1.1
Q3
0.5
MEDIAN
0.0
AVG
-0.0
Q1
-0.5
5%
-1.1
MIN
-10.9
RANGE
21.4
IQR
1.07
STD
0.726
VAR
0.527
KURT.
2.83
SKEW
-0.213
SUM
-1.02e-10
24
V23
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
22.5
95%
0.5
Q3
0.1
AVG
0.0
MEDIAN
-0.0
Q1
-0.2
5%
-0.5
MIN
-44.8
RANGE
67.3
IQR
0.309
STD
0.624
VAR
0.390
KURT.
440
SKEW
-5.88
SUM
7.34e-11
25
V24
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
4.58
95%
0.87
Q3
0.44
MEDIAN
0.04
AVG
0.00
Q1
-0.35
5%
-1.14
MIN
-2.84
RANGE
7.42
IQR
0.794
STD
0.606
VAR
0.367
KURT.
0.619
SKEW
-0.552
SUM
1.27e-9
26
V26
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
3.52
95%
0.92
Q3
0.24
AVG
0.00
MEDIAN
-0.05
Q1
-0.33
5%
-0.70
MIN
-2.60
RANGE
6.12
IQR
0.568
STD
0.482
VAR
0.233
KURT.
0.919
SKEW
0.577
SUM
4.79e-10
27
V27
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
31.6
95%
0.4
Q3
0.1
MEDIAN
0.0
AVG
-0.0
Q1
-0.1
5%
-0.4
MIN
-22.6
RANGE
54.2
IQR
0.162
STD
0.404
VAR
0.163
KURT.
245
SKEW
-1.17
SUM
-1.04e-10
28
V28
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
275,663
(97%)
ZEROES:
---
MAX
33.8
95%
0.3
Q3
0.1
MEDIAN
0.0
AVG
-0.0
Q1
-0.1
5%
-0.3
MIN
-15.4
RANGE
49.3
IQR
0.131
STD
0.330
VAR
0.109
KURT.
933
SKEW
11.2
SUM
-3.50e-11
29
Amount
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
32,767
(12%)
ZEROES:
1,825
(<1%)
MAX
25,691
95%
365
Q3
77
AVG
88
MEDIAN
22
Q1
6
5%
1
MIN
0
RANGE
25,691
IQR
71.6
STD
250
VAR
62,560
KURT.
845
SKEW
17.0
SUM
25.2M
30
Class
VALUES:
284,807
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
V25
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.23
Amount
-0.05
V26
0.00
V24
0.00
V22
-0.00
V19
0.00
V23
-0.00
V4
0.00
V27
-0.00
V11
-0.00
V6
0.00
V16
-0.00
V28
0.00
V10
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.00
MOST FREQUENT VALUES

0.366624307004913
77
<0.1%
0.186422945723389
77
<0.1%
-0.29713787612848
62
<0.1%
0.663574772480488
60
<0.1%
-0.26455958625151
53
<0.1%
0.41468514197751
48
<0.1%
0.730240364330148
45
<0.1%
0.510304957067478
40
<0.1%
0.730073040140036
39
<0.1%
0.233730179901549
36
<0.1%
0.369398160051982
36
<0.1%
0.412943943821557
35
<0.1%
-0.265198677032303
30
<0.1%
0.393031704787292
28
<0.1%
0.369712916510377
27
<0.1%
SMALLEST VALUES

-10.2953970749851
1
<0.1%
-8.69662677026752
1
<0.1%
-7.49574110405709
1
<0.1%
-7.08132534637739
1
<0.1%
-7.02578318190186
1
<0.1%
-6.71262372789561
1
<0.1%
-6.42933398851298
1
<0.1%
-6.03505426830842
1
<0.1%
-5.78525509980396
1
<0.1%
-5.78520920681552
1
<0.1%
-4.93074975952548
1
<0.1%
-4.84815081359338
1
<0.1%
-4.78160552206407
1
<0.1%
-4.56450618025624
1
<0.1%
-4.54727807360067
1
<0.1%
LARGEST VALUES

7.51958867870916
1
<0.1%
6.07085038407798
1
<0.1%
5.85248357091456
1
<0.1%
5.8261590349735
1
<0.1%
5.54159759459217
1
<0.1%
5.52509270434918
1
<0.1%
5.52113956518304
1
<0.1%
5.47388535700944
1
<0.1%
5.37659495829949
1
<0.1%
4.88120747264636
1
<0.1%
4.82809682468223
1
<0.1%
4.80812188160755
1
<0.1%
4.7470605380095
1
<0.1%
4.55468275626127
1
<0.1%
4.51368084482898
1
<0.1%
Associations
[Only including dataset "Train"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
V25
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.23
Amount
-0.05
V26
0.00
V24
0.00
V22
-0.00
V19
0.00
V23
-0.00
V4
0.00
V27
-0.00
V11
-0.00
V6
0.00
V16
-0.00
V28
0.00
V10
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.00
MOST FREQUENT VALUES

0.366624307004913
77
<0.1%
0.186422945723389
77
<0.1%
-0.29713787612848
62
<0.1%
0.663574772480488
60
<0.1%
-0.26455958625151
53
<0.1%
0.41468514197751
48
<0.1%
0.730240364330148
45
<0.1%
0.510304957067478
40
<0.1%
0.730073040140036
39
<0.1%
0.233730179901549
36
<0.1%
0.369398160051982
36
<0.1%
0.412943943821557
35
<0.1%
-0.265198677032303
30
<0.1%
0.393031704787292
28
<0.1%
0.369712916510377
27
<0.1%
SMALLEST VALUES

-10.2953970749851
1
<0.1%
-8.69662677026752
1
<0.1%
-7.49574110405709
1
<0.1%
-7.08132534637739
1
<0.1%
-7.02578318190186
1
<0.1%
-6.71262372789561
1
<0.1%
-6.42933398851298
1
<0.1%
-6.03505426830842
1
<0.1%
-5.78525509980396
1
<0.1%
-5.78520920681552
1
<0.1%
-4.93074975952548
1
<0.1%
-4.84815081359338
1
<0.1%
-4.78160552206407
1
<0.1%
-4.56450618025624
1
<0.1%
-4.54727807360067
1
<0.1%
LARGEST VALUES

7.51958867870916
1
<0.1%
6.07085038407798
1
<0.1%
5.85248357091456
1
<0.1%
5.8261590349735
1
<0.1%
5.54159759459217
1
<0.1%
5.52509270434918
1
<0.1%
5.52113956518304
1
<0.1%
5.47388535700944
1
<0.1%
5.37659495829949
1
<0.1%
4.88120747264636
1
<0.1%
4.82809682468223
1
<0.1%
4.80812188160755
1
<0.1%
4.7470605380095
1
<0.1%
4.55468275626127
1
<0.1%
4.51368084482898
1
<0.1%
Time
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

V3
-0.42
V11
-0.25
V25
-0.23
V15
-0.18
V5
0.17
V22
0.14
V12
0.12
V1
0.12
V4
-0.11
V14
-0.10
V18
0.09
V7
0.08
V17
-0.07
V13
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.01
MOST FREQUENT VALUES

163152.0
36
<0.1%
64947.0
26
<0.1%
68780.0
25
<0.1%
3767.0
21
<0.1%
3770.0
20
<0.1%
3750.0
19
<0.1%
19912.0
19
<0.1%
140347.0
19
<0.1%
128860.0
19
<0.1%
143083.0
18
<0.1%
73885.0
17
<0.1%
156037.0
17
<0.1%
39897.0
17
<0.1%
3766.0
17
<0.1%
3749.0
17
<0.1%
SMALLEST VALUES

0.0
2
<0.1%
1.0
2
<0.1%
2.0
2
<0.1%
4.0
1
<0.1%
7.0
2
<0.1%
9.0
1
<0.1%
10.0
3
<0.1%
11.0
1
<0.1%
12.0
3
<0.1%
13.0
1
<0.1%
14.0
1
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
17.0
1
<0.1%
18.0
2
<0.1%
LARGEST VALUES

172792.0
1
<0.1%
172788.0
2
<0.1%
172787.0
1
<0.1%
172786.0
1
<0.1%
172785.0
1
<0.1%
172784.0
1
<0.1%
172783.0
1
<0.1%
172782.0
2
<0.1%
172780.0
1
<0.1%
172778.0
1
<0.1%
172777.0
1
<0.1%
172775.0
1
<0.1%
172774.0
2
<0.1%
172771.0
1
<0.1%
172770.0
2
<0.1%
V1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
-0.23
Time
0.12
V3
-0.00
V14
0.00
V28
0.00
V5
0.00
V25
-0.00
V16
0.00
V11
0.00
V4
-0.00
V23
0.00
V19
0.00
V18
0.00
V12
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.10
MOST FREQUENT VALUES

2.05579700630039
77
<0.1%
1.24567381944824
77
<0.1%
2.05331121352785
62
<0.1%
1.30237796508637
60
<0.1%
2.04021105776632
53
<0.1%
2.08517487552541
48
<0.1%
1.33284931179458
45
<0.1%
1.01841181981555
40
<0.1%
1.33505315377059
39
<0.1%
-0.302520690013682
36
<0.1%
1.31540417163793
36
<0.1%
2.10810835323772
35
<0.1%
2.04862857999224
30
<0.1%
0.898614274555906
28
<0.1%
1.31125848597963
27
<0.1%
SMALLEST VALUES

-56.407509631329
1
<0.1%
-46.8550472007818
1
<0.1%
-41.9287375244141
1
<0.1%
-40.4701418378475
1
<0.1%
-40.0425374953845
1
<0.1%
-37.5580671123523
1
<0.1%
-37.0542949190923
1
<0.1%
-36.8023199088745
1
<0.1%
-36.5105831707971
1
<0.1%
-35.9051049094583
1
<0.1%
-35.6983446604304
1
<0.1%
-35.5572530892965
1
<0.1%
-35.5485392112513
1
<0.1%
-35.2740102335273
1
<0.1%
-34.6143744905174
1
<0.1%
LARGEST VALUES

2.45492999121121
1
<0.1%
2.45188848995359
1
<0.1%
2.44650498499596
1
<0.1%
2.43920748106102
1
<0.1%
2.43050678056874
1
<0.1%
2.42250773211137
1
<0.1%
2.42034613429136
1
<0.1%
2.42006378399616
1
<0.1%
2.4188017554072
1
<0.1%
2.41826698036887
1
<0.1%
2.41271951744008
1
<0.1%
2.41176914096716
1
<0.1%
2.41149861928125
1
<0.1%
2.40934657538272
1
<0.1%
2.40868275023627
1
<0.1%
V2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
-0.53
Time
-0.01
V17
-0.00
V27
-0.00
V14
-0.00
V6
0.00
V28
-0.00
V11
0.00
V12
-0.00
V26
0.00
V18
0.00
V4
-0.00
V22
0.00
V25
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.09
MOST FREQUENT VALUES

-0.32666777306077
77
<0.1%
0.166975019545401
77
<0.1%
0.089734647817631
62
<0.1%
-0.606529308236609
60
<0.1%
-0.146974974784838
53
<0.1%
0.39305057772255
48
<0.1%
0.389198249184276
45
<0.1%
1.03666300867632
40
<0.1%
0.331464026372479
39
<0.1%
0.447473606170949
36
<0.1%
-0.0335770857321864
36
<0.1%
-0.207739554465833
35
<0.1%
-0.367489471288573
30
<0.1%
0.0338961928217827
28
<0.1%
0.0750277698378955
27
<0.1%
SMALLEST VALUES

-72.7157275629303
1
<0.1%
-63.3446983175027
1
<0.1%
-60.4646176556493
1
<0.1%
-50.3832691251379
1
<0.1%
-48.0608560248694
1
<0.1%
-47.4296762829297
1
<0.1%
-45.6079725644236
1
<0.1%
-44.6392447153061
1
<0.1%
-42.1726875231095
1
<0.1%
-40.9788522283287
1
<0.1%
-40.9380484424022
1
<0.1%
-40.8039812191374
1
<0.1%
-39.8183101230426
1
<0.1%
-38.6943376227911
1
<0.1%
-38.4368172925984
1
<0.1%
LARGEST VALUES

22.0577289904909
1
<0.1%
21.4672029942752
1
<0.1%
19.1672390103062
1
<0.1%
18.9024528401249
1
<0.1%
18.1836264596211
1
<0.1%
17.9305504474842
1
<0.1%
17.4186487687294
1
<0.1%
16.7133892350242
1
<0.1%
16.6978316913154
1
<0.1%
16.497471901867
4
<0.1%
16.4345245512223
1
<0.1%
16.1557014298057
1
<0.1%
15.8769229879536
1
<0.1%
15.5981926625554
1
<0.1%
15.53613332478
1
<0.1%
V3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.42
Amount
-0.21
V6
0.00
V28
0.00
V14
0.00
V5
-0.00
V16
0.00
V1
-0.00
V27
0.00
V19
0.00
V7
0.00
V18
0.00
V10
0.00
V26
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.19
MOST FREQUENT VALUES

-2.75204095570008
77
<0.1%
0.488305742562781
77
<0.1%
-1.68183566862495
62
<0.1%
-0.681986192919261
60
<0.1%
-2.95593366483195
53
<0.1%
-4.50820053235418
48
<0.1%
-2.16559660467804
45
<0.1%
-1.68981370722484
40
<0.1%
-2.05776277666682
39
<0.1%
-0.495757487926775
36
<0.1%
-1.089984305864
36
<0.1%
-3.38606713157333
35
<0.1%
-2.544064912957
30
<0.1%
-0.0832970050956021
28
<0.1%
-1.29283240438097
27
<0.1%
SMALLEST VALUES

-48.3255893623954
1
<0.1%
-33.6809840183525
1
<0.1%
-32.9653457595238
1
<0.1%
-32.4541981862547
1
<0.1%
-31.8135859546007
1
<0.1%
-31.1036848245812
1
<0.1%
-30.5586968214292
1
<0.1%
-30.1773174564996
4
<0.1%
-30.0137124857248
1
<0.1%
-29.4687320925264
1
<0.1%
-28.923755945104
1
<0.1%
-28.4074244550982
1
<0.1%
-27.8558111336212
1
<0.1%
-27.7470835325313
1
<0.1%
-27.3686502881266
1
<0.1%
LARGEST VALUES

9.38255843282114
1
<0.1%
4.22610848028397
1
<0.1%
4.18781059904763
1
<0.1%
4.10171617761651
1
<0.1%
4.07916781154883
1
<0.1%
4.06986478102804
1
<0.1%
4.04046500096707
1
<0.1%
4.02942831931052
1
<0.1%
4.01756141829354
1
<0.1%
3.98544604724326
1
<0.1%
3.97138097170622
1
<0.1%
3.9452758994883
1
<0.1%
3.94033744697941
1
<0.1%
3.93704831031384
1
<0.1%
3.93499781562312
1
<0.1%
V4
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.11
Amount
0.10
V5
-0.00
V8
0.00
V25
0.00
V9
0.00
V6
-0.00
V26
-0.00
V17
-0.00
V11
-0.00
V19
-0.00
V1
-0.00
V22
0.00
V2
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.13
MOST FREQUENT VALUES

-0.842316033286871
77
<0.1%
0.6353219207244
77
<0.1%
0.454211960233033
62
<0.1%
-1.90460339622212
60
<0.1%
-0.578355978867139
53
<0.1%
-0.311770683288625
48
<0.1%
-0.306872623831362
45
<0.1%
1.31547583332268
40
<0.1%
-0.346175355279224
39
<0.1%
-3.21479928170564
36
<0.1%
-0.557087388354872
36
<0.1%
-0.72076022314783
35
<0.1%
-0.728471830685204
30
<0.1%
1.25632616930286
28
<0.1%
-0.483154333322344
27
<0.1%
SMALLEST VALUES

-5.68317119816995
1
<0.1%
-5.6006071412151
1
<0.1%
-5.56011758115594
1
<0.1%
-5.51969712328415
1
<0.1%
-5.41631539233929
1
<0.1%
-5.40167757968048
1
<0.1%
-5.26650862649729
1
<0.1%
-5.26306792989009
1
<0.1%
-5.25149164311326
1
<0.1%
-5.23182786474363
1
<0.1%
-5.17591650658708
1
<0.1%
-5.17259453923884
1
<0.1%
-5.14745131466651
1
<0.1%
-5.07165507332117
1
<0.1%
-5.07124131015808
1
<0.1%
LARGEST VALUES

16.8753440335975
1
<0.1%
16.7155373723131
1
<0.1%
16.4912171736623
1
<0.1%
15.3041839851875
1
<0.1%
13.1436680982574
1
<0.1%
13.1291433551249
1
<0.1%
12.6995419865184
1
<0.1%
12.672759920828
1
<0.1%
12.1550161174889
1
<0.1%
12.132323078978
1
<0.1%
12.1146718424589
1
<0.1%
11.927511869244
1
<0.1%
11.9061699078901
1
<0.1%
11.8853128922128
1
<0.1%
11.8648680803607
1
<0.1%
V5
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
-0.39
Time
0.17
V4
-0.00
V24
-0.00
V11
0.00
V6
0.00
V3
-0.00
V16
0.00
V9
0.00
V8
0.00
V17
0.00
V27
0.00
V18
0.00
V12
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.09
MOST FREQUENT VALUES

2.46307225982454
77
<0.1%
-0.562776680773863
77
<0.1%
0.298310371498215
62
<0.1%
1.32662310684685
60
<0.1%
2.60935827084169
53
<0.1%
3.51011694221752
48
<0.1%
2.6413512514436
45
<0.1%
1.69843605562986
40
<0.1%
2.58323382235421
39
<0.1%
2.70504105264306
36
<0.1%
2.02993119987457
36
<0.1%
2.90533911366884
35
<0.1%
2.38738012703753
30
<0.1%
0.554091347766426
28
<0.1%
2.13925691147085
27
<0.1%
SMALLEST VALUES

-113.743306711146
1
<0.1%
-42.1478983728015
1
<0.1%
-40.4277263001722
1
<0.1%
-35.1821203113785
1
<0.1%
-32.0921290046357
1
<0.1%
-31.3567500981166
1
<0.1%
-29.7305998603499
1
<0.1%
-28.8155769473734
1
<0.1%
-28.3637852431999
1
<0.1%
-27.7529636622286
1
<0.1%
-27.7374874311919
1
<0.1%
-25.7911323347667
1
<0.1%
-25.7728002493377
1
<0.1%
-25.0258199033344
1
<0.1%
-23.669725685634
1
<0.1%
LARGEST VALUES

34.8016658766686
1
<0.1%
34.0993093435765
1
<0.1%
32.9114617007293
1
<0.1%
31.4570460549143
1
<0.1%
29.1621720203733
1
<0.1%
29.0161235360128
1
<0.1%
28.7626712867503
1
<0.1%
28.5165130797605
1
<0.1%
26.647696517895
1
<0.1%
25.6040772714988
1
<0.1%
24.6559646939419
1
<0.1%
24.3635317695948
1
<0.1%
24.3453104894197
1
<0.1%
23.5898035308963
1
<0.1%
23.0462415084575
1
<0.1%
V6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
0.22
Time
-0.06
V3
0.00
V24
-0.00
V11
0.00
V5
0.00
V25
0.00
V28
0.00
V4
-0.00
V2
0.00
V8
-0.00
V14
0.00
V12
0.00
V26
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.04
MOST FREQUENT VALUES

3.17385642307029
77
<0.1%
-1.01107261632698
77
<0.1%
-0.953526086363083
62
<0.1%
3.43631244725031
60
<0.1%
3.14264153108879
53
<0.1%
2.45329922016311
48
<0.1%
2.80808376427436
45
<0.1%
0.528806548957574
40
<0.1%
2.85410199716661
39
<0.1%
2.76243958474878
36
<0.1%
3.26812962634987
36
<0.1%
2.93217117644692
35
<0.1%
3.31840708160647
30
<0.1%
0.702342332742405
28
<0.1%
3.18156392418142
27
<0.1%
SMALLEST VALUES

-26.1605059358433
1
<0.1%
-23.4967139298714
1
<0.1%
-21.9293122885031
1
<0.1%
-21.2487516200394
1
<0.1%
-20.8696261884133
1
<0.1%
-20.3678363803227
1
<0.1%
-20.0546154711023
1
<0.1%
-19.9963485415145
1
<0.1%
-17.9272741163356
1
<0.1%
-17.5748352561555
1
<0.1%
-17.2821395078703
1
<0.1%
-17.1185917920642
1
<0.1%
-16.6715884972934
1
<0.1%
-16.1726142472149
1
<0.1%
-16.1071782438566
1
<0.1%
LARGEST VALUES

73.3016255459646
1
<0.1%
23.9178371266367
1
<0.1%
22.5292984665587
1
<0.1%
21.5504961925796
1
<0.1%
21.3930687572539
1
<0.1%
21.3077378714388
1
<0.1%
21.1901941047054
1
<0.1%
20.3795243675201
1
<0.1%
18.0720312608985
1
<0.1%
17.0199343987396
1
<0.1%
16.6140541011483
1
<0.1%
16.4932270978583
1
<0.1%
16.410637521768
1
<0.1%
16.3555341574423
1
<0.1%
16.2461969170432
1
<0.1%
V7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
0.40
Time
0.08
V26
-0.00
V12
0.00
V22
-0.00
V17
0.00
V16
0.00
V11
-0.00
V10
0.00
V3
0.00
V23
-0.00
V20
0.00
V18
0.00
V2
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.19
MOST FREQUENT VALUES

-0.432125923987824
77
<0.1%
0.0149526614685896
77
<0.1%
0.152002545314135
62
<0.1%
-1.14512682747431
60
<0.1%
-0.41688284124123
53
<0.1%
0.220468581007954
48
<0.1%
-0.171626636099457
45
<0.1%
0.33171450239883
40
<0.1%
-0.187547337276975
39
<0.1%
0.593846555077562
36
<0.1%
-0.534993827316445
36
<0.1%
0.0547956109888952
35
<0.1%
-0.477691582281897
30
<0.1%
0.155668231625311
28
<0.1%
-0.505045118080414
27
<0.1%
SMALLEST VALUES

-43.5572415712451
1
<0.1%
-41.5067960832574
1
<0.1%
-37.0603114554112
1
<0.1%
-33.2393281671892
1
<0.1%
-31.76494649021
1
<0.1%
-31.1973285494605
4
<0.1%
-28.2151120538009
1
<0.1%
-28.0112929096778
1
<0.1%
-26.5481437726301
1
<0.1%
-24.4194829439981
1
<0.1%
-24.3771158687031
1
<0.1%
-23.9286610291615
1
<0.1%
-23.7834698823143
1
<0.1%
-23.386192251152
1
<0.1%
-23.3805078207357
1
<0.1%
LARGEST VALUES

120.589493945238
1
<0.1%
44.0544613631638
1
<0.1%
36.8773682682598
1
<0.1%
36.6772679454031
1
<0.1%
34.3031768568354
1
<0.1%
31.527243674041
1
<0.1%
30.8976663986478
1
<0.1%
29.2058681826409
1
<0.1%
28.5040653746232
1
<0.1%
28.2395282095682
1
<0.1%
28.0698221389603
1
<0.1%
26.249717240895
1
<0.1%
26.2377221989235
1
<0.1%
25.9710584788075
1
<0.1%
25.2351949863158
1
<0.1%
V8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
-0.10
Time
-0.04
V4
0.00
V28
-0.00
V5
0.00
V9
0.00
V6
-0.00
V17
-0.00
V18
-0.00
V27
0.00
V19
-0.00
V13
-0.00
V14
-0.00
V24
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.02
MOST FREQUENT VALUES

0.727706200727824
77
<0.1%
-0.160210863301812
77
<0.1%
-0.207071379659966
62
<0.1%
0.959147262092341
60
<0.1%
0.784392948319733
53
<0.1%
0.543376800596399
48
<0.1%
0.683351733616692
45
<0.1%
0.364538761567697
40
<0.1%
0.685153770441859
39
<0.1%
0.556451025514572
36
<0.1%
0.80825009836415
36
<0.1%
0.562129039557497
35
<0.1%
0.791275785289378
30
<0.1%
0.196359735713541
28
<0.1%
0.804860255397576
27
<0.1%
SMALLEST VALUES

-73.2167184552674
1
<0.1%
-50.9433688677023
1
<0.1%
-50.6884193567503
1
<0.1%
-50.4200900644342
1
<0.1%
-41.4848225066377
1
<0.1%
-41.0442609210741
1
<0.1%
-39.6885710849014
1
<0.1%
-39.2673777689186
1
<0.1%
-38.9872627434095
1
<0.1%
-38.7515252119165
1
<0.1%
-37.3534426378925
6
<0.1%
-34.5349997190728
1
<0.1%
-33.7854071933218
1
<0.1%
-31.8767316459065
1
<0.1%
-31.4641335077662
1
<0.1%
LARGEST VALUES

20.0072083651213
1
<0.1%
19.5877726234404
1
<0.1%
19.1683273897301
1
<0.1%
18.7488719520883
1
<0.1%
18.7092545433234
1
<0.1%
18.329405525597
1
<0.1%
18.282167610167
1
<0.1%
17.9413630585396
1
<0.1%
17.9035743750222
1
<0.1%
17.5737124124331
1
<0.1%
17.0525663121462
1
<0.1%
16.6359789139688
1
<0.1%
16.6331030618556
1
<0.1%
16.2136267471409
1
<0.1%
15.7941361803271
1
<0.1%
V9
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
-0.04
Time
-0.01
V12
-0.00
V14
0.00
V13
0.00
V15
-0.00
V28
0.00
V17
0.00
V4
0.00
V5
0.00
V16
-0.00
V8
0.00
V20
-0.00
V11
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.10
MOST FREQUENT VALUES

0.608605870267216
77
<0.1%
0.17036185217373
77
<0.1%
0.587335266422761
62
<0.1%
1.67130156362918
60
<0.1%
0.359902378888007
53
<0.1%
-0.10043390489717
48
<0.1%
-0.29796200128389
45
<0.1%
-0.711797938764263
40
<0.1%
-0.286614068625624
39
<0.1%
0.697719595505647
36
<0.1%
-0.0527240382988317
36
<0.1%
0.0176542173600372
35
<0.1%
0.403245538882609
30
<0.1%
1.16075853070591
28
<0.1%
-0.0740708327536128
27
<0.1%
SMALLEST VALUES

-13.4340663182301
1
<0.1%
-13.3201546920984
1
<0.1%
-11.1266235224579
1
<0.1%
-10.8425258685569
1
<0.1%
-9.48145633401495
1
<0.1%
-9.46257260540015
4
<0.1%
-9.28392451240577
1
<0.1%
-8.9609216998511
1
<0.1%
-8.73967037069304
1
<0.1%
-8.63039030596902
1
<0.1%
-8.6030380974132
1
<0.1%
-8.55011032700099
1
<0.1%
-8.50705863675898
1
<0.1%
-8.50428479375643
1
<0.1%
-8.09069700355941
1
<0.1%
LARGEST VALUES

15.5949946071278
1
<0.1%
10.3928888246785
1
<0.1%
10.370657984046
1
<0.1%
10.3484066977668
1
<0.1%
10.3261330490616
1
<0.1%
10.3139737345822
1
<0.1%
9.27237562555708
1
<0.1%
9.23462345181483
1
<0.1%
9.21302258638148
1
<0.1%
9.12553490339115
1
<0.1%
9.11255538154195
1
<0.1%
9.09908155114601
1
<0.1%
9.07710731003016
1
<0.1%
8.95566857367873
1
<0.1%
8.93979315296366
1
<0.1%
V10
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
-0.10
Time
0.03
V20
-0.00
V21
0.00
V12
0.00
V14
0.00
V17
0.00
V18
0.00
V13
-0.00
V15
0.00
V26
-0.00
V11
-0.00
V25
-0.00
V27
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.22
MOST FREQUENT VALUES

-0.0751861699398929
77
<0.1%
-0.0445745893804268
77
<0.1%
-0.362047348389396
62
<0.1%
-1.02294602983554
60
<0.1%
-0.351075101407957
53
<0.1%
-1.01862219976658
48
<0.1%
-0.652096600406493
45
<0.1%
-1.57028828006989
40
<0.1%
-0.535902735452504
39
<0.1%
-1.09018090617913
36
<0.1%
0.00114875453377
36
<0.1%
0.190506876288491
35
<0.1%
0.0927246135492562
30
<0.1%
-0.518258784764837
28
<0.1%
-0.217425555587175
27
<0.1%
SMALLEST VALUES

-24.5882624372475
1
<0.1%
-24.4031849699728
1
<0.1%
-23.2282548357516
1
<0.1%
-22.1870885620007
4
<0.1%
-20.9491915543611
1
<0.1%
-19.836148851696
1
<0.1%
-18.9132433348732
1
<0.1%
-18.2711681738888
1
<0.1%
-17.1415136412892
1
<0.1%
-16.7460441053944
1
<0.1%
-16.6496281595399
1
<0.1%
-16.6011969664137
1
<0.1%
-16.3035376590131
1
<0.1%
-16.2556117491401
1
<0.1%
-15.5637913387301
2
<0.1%
LARGEST VALUES

23.7451361206545
1
<0.1%
15.3317415557881
1
<0.1%
15.2456856915255
1
<0.1%
15.2360282040071
1
<0.1%
13.8117577662908
1
<0.1%
13.7273471984798
1
<0.1%
13.6444596034312
1
<0.1%
13.5601552872699
1
<0.1%
13.2494330105543
1
<0.1%
13.1982257593773
1
<0.1%
13.1645708555974
1
<0.1%
12.9251404198166
1
<0.1%
12.9108324073202
1
<0.1%
12.901626609046
1
<0.1%
12.8530166061252
1
<0.1%
V11
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.25
Amount
0.00
V24
0.00
V19
-0.00
V6
0.00
V5
0.00
V17
0.00
V25
-0.00
V12
-0.00
V7
-0.00
V10
-0.00
V13
0.00
V28
-0.00
V2
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.15
MOST FREQUENT VALUES

0.0635044576008839
77
<0.1%
-0.35674901847752
77
<0.1%
-0.589598040395407
62
<0.1%
-0.191422972651615
60
<0.1%
0.329650883701029
53
<0.1%
0.807038106684271
48
<0.1%
0.418002664896219
45
<0.1%
3.46301782070354
40
<0.1%
0.332848417624034
39
<0.1%
-0.111087964243309
36
<0.1%
-0.0286089299546822
36
<0.1%
-0.0790885090983565
35
<0.1%
0.0044062532572737
30
<0.1%
1.60634195106108
28
<0.1%
0.131576212856055
27
<0.1%
SMALLEST VALUES

-4.79747346479757
1
<0.1%
-4.68293054765276
1
<0.1%
-4.56839024646022
1
<0.1%
-4.45385284150054
1
<0.1%
-4.33931865457737
1
<0.1%
-4.22478805700261
1
<0.1%
-4.11026147949807
2
<0.1%
-4.04989491435061
2
<0.1%
-4.03471785921777
2
<0.1%
-4.01026786658629
2
<0.1%
-4.00930734744979
2
<0.1%
-3.99573942457254
2
<0.1%
-3.96266402611078
1
<0.1%
-3.88122248212762
2
<0.1%
-3.8374856053683
1
<0.1%
LARGEST VALUES

12.0189131816199
1
<0.1%
11.6692047358121
1
<0.1%
11.6197234753825
1
<0.1%
11.2779207278067
1
<0.1%
11.228470279576
1
<0.1%
11.1524905985837
1
<0.1%
11.0270590938161
1
<0.1%
10.8530116481991
1
<0.1%
10.5452629545898
1
<0.1%
10.446846814514
1
<0.1%
10.2777688628065
1
<0.1%
10.1875873241664
1
<0.1%
10.0637897462894
1
<0.1%
10.0021902173471
1
<0.1%
9.93981974172569
1
<0.1%
V12
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
0.12
Amount
-0.01
V13
-0.00
V9
-0.00
V10
0.00
V7
0.00
V28
0.00
V18
-0.00
V21
0.00
V11
-0.00
V16
0.00
V24
0.00
V14
0.00
V5
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.26
MOST FREQUENT VALUES

0.350563573253678
77
<0.1%
-0.0734595173503765
77
<0.1%
-0.174712053081765
62
<0.1%
0.631027341487108
60
<0.1%
0.183508120624656
53
<0.1%
-0.330547627789277
48
<0.1%
-0.322436923729675
45
<0.1%
0.538411363115917
40
<0.1%
-0.268318738501477
39
<0.1%
0.0626523474576219
36
<0.1%
0.0736565150203547
36
<0.1%
0.232613528169
35
<0.1%
0.390211247229375
30
<0.1%
-2.52549252463935
28
<0.1%
-0.0281461490526148
27
<0.1%
SMALLEST VALUES

-18.6837146333443
1
<0.1%
-18.5536970096458
1
<0.1%
-18.4311310279993
1
<0.1%
-18.0475965708216
1
<0.1%
-17.7691434633638
1
<0.1%
-17.6316063138707
1
<0.1%
-17.2286622386187
1
<0.1%
-17.1829184301947
2
<0.1%
-17.1504052507291
1
<0.1%
-17.1313009454468
1
<0.1%
-17.003289445516
2
<0.1%
-16.7283393320915
1
<0.1%
-16.5581971409376
1
<0.1%
-16.4655039422141
2
<0.1%
-16.3880541668327
1
<0.1%
LARGEST VALUES

7.8483920756446
1
<0.1%
4.84645240859009
1
<0.1%
4.57408224145334
1
<0.1%
4.4729205841361
1
<0.1%
4.4063382205176
1
<0.1%
4.40389855532219
1
<0.1%
4.31807083997779
1
<0.1%
4.31758899177932
1
<0.1%
4.29951125250799
1
<0.1%
4.29334184454389
1
<0.1%
4.24279146616535
1
<0.1%
4.23371444027004
1
<0.1%
4.23001384964092
1
<0.1%
4.20268513071349
1
<0.1%
4.19707080173344
1
<0.1%
V13
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.07
Amount
0.01
V12
-0.00
V14
0.00
V28
0.00
V9
0.00
V23
-0.00
V24
-0.00
V27
-0.00
V16
0.00
V10
-0.00
V11
0.00
V8
-0.00
V5
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.00
MOST FREQUENT VALUES

-0.141238322200309
77
<0.1%
-0.517759694198053
77
<0.1%
-0.621127061421005
62
<0.1%
0.0319072703534055
60
<0.1%
-0.272918545002545
53
<0.1%
-0.531418651671348
48
<0.1%
-0.143469154599387
45
<0.1%
-0.378095384528423
40
<0.1%
-0.127614195812312
39
<0.1%
-0.238457031495562
36
<0.1%
0.04128482958256
36
<0.1%
-0.366429805860095
35
<0.1%
-0.212360905464962
30
<0.1%
0.16604677391442
28
<0.1%
0.0114597895061909
27
<0.1%
SMALLEST VALUES

-5.79188120632084
1
<0.1%
-4.00863979207158
1
<0.1%
-3.96175753575025
1
<0.1%
-3.8886062856691
1
<0.1%
-3.88110624948029
1
<0.1%
-3.84894314852575
1
<0.1%
-3.84497361209561
1
<0.1%
-3.83561783751912
1
<0.1%
-3.81644762329776
1
<0.1%
-3.80872398820589
1
<0.1%
-3.79418684652565
1
<0.1%
-3.78571907239186
1
<0.1%
-3.76627373968668
1
<0.1%
-3.7520829777486
1
<0.1%
-3.74981604344172
1
<0.1%
LARGEST VALUES

7.12688295859376
1
<0.1%
4.56900895856606
1
<0.1%
4.46956619153499
1
<0.1%
4.46541317709086
1
<0.1%
4.36999837897829
1
<0.1%
4.31615623150498
1
<0.1%
4.26285092581374
1
<0.1%
4.09935190487142
1
<0.1%
4.04457708613475
1
<0.1%
3.95139065065447
1
<0.1%
3.90456235790661
1
<0.1%
3.85601302041967
1
<0.1%
3.84270444694955
1
<0.1%
3.80544103736218
1
<0.1%
3.79411043552826
1
<0.1%
V14
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.10
Amount
0.03
V28
0.00
V13
0.00
V17
0.00
V9
0.00
V16
-0.00
V3
0.00
V10
0.00
V22
0.00
V12
0.00
V2
-0.00
V1
0.00
V6
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.30
MOST FREQUENT VALUES

0.690971618395625
77
<0.1%
0.406968934383731
77
<0.1%
-0.703512783983304
62
<0.1%
-0.0314253812628428
60
<0.1%
-0.597436665174528
53
<0.1%
-2.18144882463674
48
<0.1%
-1.15452429586619
45
<0.1%
-3.04549517963225
40
<0.1%
-0.868299960850499
39
<0.1%
0.215738138536011
36
<0.1%
0.425500485392321
36
<0.1%
0.797040322609015
35
<0.1%
0.49579040274408
30
<0.1%
2.42801187132929
28
<0.1%
-0.112921113636626
27
<0.1%
SMALLEST VALUES

-19.2143254902614
1
<0.1%
-18.8220867423816
1
<0.1%
-18.4937733551053
1
<0.1%
-18.392091495673
1
<0.1%
-18.0499976898594
1
<0.1%
-17.7216383537133
1
<0.1%
-17.6206343516773
1
<0.1%
-17.4759212828566
1
<0.1%
-17.230202160711
1
<0.1%
-16.3375959447735
1
<0.1%
-15.6231873302985
1
<0.1%
-15.4450258118019
1
<0.1%
-15.3930448312636
1
<0.1%
-15.2976561861343
1
<0.1%
-15.0663743633461
1
<0.1%
LARGEST VALUES

10.5267660517847
1
<0.1%
7.75459874805484
1
<0.1%
7.69220854356782
1
<0.1%
7.66772575055819
1
<0.1%
7.51840278124594
1
<0.1%
7.43956553239856
1
<0.1%
7.42194385334485
1
<0.1%
7.29322559586672
1
<0.1%
7.2342488794452
1
<0.1%
7.18792602666301
1
<0.1%
7.17616083238197
1
<0.1%
6.99175345523018
1
<0.1%
6.94048384657416
1
<0.1%
6.93037652713391
1
<0.1%
6.89406758192229
1
<0.1%
V15
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.18
Amount
-0.00
V19
-0.00
V27
-0.00
V28
-0.00
V16
0.00
V9
-0.00
V18
0.00
V17
-0.00
V24
-0.00
V10
0.00
V22
-0.00
V12
-0.00
V14
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.00
MOST FREQUENT VALUES

1.2752570390935
77
<0.1%
1.12414692288685
77
<0.1%
0.271956610213985
62
<0.1%
1.44662697638966
60
<0.1%
0.583896810292507
53
<0.1%
0.388724083120478
48
<0.1%
1.157633713505
45
<0.1%
1.46891114338139
40
<0.1%
1.12853898170938
39
<0.1%
1.06935589341597
36
<0.1%
1.2452765300024
36
<0.1%
0.0859603684609684
35
<0.1%
0.472770171353624
30
<0.1%
1.16978778849113
28
<0.1%
1.30000713848075
27
<0.1%
SMALLEST VALUES

-4.49894467676621
1
<0.1%
-4.39130706780494
1
<0.1%
-4.19932124976578
1
<0.1%
-4.19661969463528
1
<0.1%
-4.15253175950472
1
<0.1%
-4.09794713061861
1
<0.1%
-4.09234426922678
1
<0.1%
-4.02537312687928
1
<0.1%
-4.00555800225597
1
<0.1%
-3.93600808441067
1
<0.1%
-3.92495133166822
1
<0.1%
-3.91826608372958
1
<0.1%
-3.89402030130257
1
<0.1%
-3.88569353843161
1
<0.1%
-3.87989201681104
1
<0.1%
LARGEST VALUES

8.87774159774277
1
<0.1%
5.82565431863365
1
<0.1%
5.78451388962946
1
<0.1%
5.72047863245698
1
<0.1%
5.68589905159432
1
<0.1%
5.66766717089081
1
<0.1%
5.50111659592562
1
<0.1%
5.12618708176407
1
<0.1%
4.97005728049003
1
<0.1%
4.85839794857345
1
<0.1%
4.82457742556794
1
<0.1%
4.80368872215752
1
<0.1%
4.76677502665306
1
<0.1%
4.76551443904298
1
<0.1%
4.44117661446309
1
<0.1%
V16
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
0.01
Amount
-0.00
V18
-0.00
V17
0.00
V19
0.00
V15
0.00
V27
0.00
V14
-0.00
V23
0.00
V28
0.00
V3
0.00
V5
0.00
V12
0.00
V9
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.20
MOST FREQUENT VALUES

-0.371962125028419
77
<0.1%
0.342469754110769
77
<0.1%
0.318688063430157
62
<0.1%
-0.121820378583087
60
<0.1%
0.178675836476532
53
<0.1%
0.23207137768386
48
<0.1%
0.878174917750572
45
<0.1%
-0.0297415143257285
40
<0.1%
0.786506053687902
39
<0.1%
-0.255230524748655
36
<0.1%
0.640367512512013
36
<0.1%
-0.72184722164154
35
<0.1%
-0.171451218489529
30
<0.1%
-1.53234065001431
28
<0.1%
0.812807414825297
27
<0.1%
SMALLEST VALUES

-14.1298545174931
1
<0.1%
-13.5632729563133
1
<0.1%
-13.30388757707
1
<0.1%
-13.2568330912778
1
<0.1%
-13.2515419788937
1
<0.1%
-12.675268899047
1
<0.1%
-12.6616957230679
2
<0.1%
-12.4485623424367
1
<0.1%
-12.4322791426353
1
<0.1%
-12.4279613630565
1
<0.1%
-12.3913460034009
1
<0.1%
-12.3753974432385
1
<0.1%
-12.3753337375636
2
<0.1%
-12.3175797238757
1
<0.1%
-12.2271892780267
1
<0.1%
LARGEST VALUES

17.3151115176278
1
<0.1%
8.28988955954619
1
<0.1%
7.05913181057395
1
<0.1%
6.44279790144451
1
<0.1%
6.35185349844491
1
<0.1%
6.0985294505409
1
<0.1%
5.99826287883688
1
<0.1%
5.7203202159035
1
<0.1%
5.60012294687188
1
<0.1%
5.56238781351261
1
<0.1%
5.47728342820286
1
<0.1%
5.28680356137479
1
<0.1%
5.19651605603744
1
<0.1%
5.02188051133651
1
<0.1%
5.01800540608481
1
<0.1%
V17
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.07
Amount
0.01
V18
-0.00
V16
0.00
V14
0.00
V21
-0.00
V20
-0.00
V9
0.00
V27
0.00
V11
0.00
V10
0.00
V2
-0.00
V15
-0.00
V7
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.33
MOST FREQUENT VALUES

-0.601956802828445
77
<0.1%
-0.374656440051376
77
<0.1%
0.549365128729473
62
<0.1%
-0.651405237009102
60
<0.1%
0.473898278297672
53
<0.1%
2.12502188299054
48
<0.1%
0.536917519702814
45
<0.1%
3.66458848086925
40
<0.1%
0.316435261035056
39
<0.1%
-1.07208498526811
36
<0.1%
-0.910236503458034
36
<0.1%
-0.169346324961285
35
<0.1%
-0.368228486214554
30
<0.1%
1.82223449304873
28
<0.1%
-0.495483473241714
27
<0.1%
SMALLEST VALUES

-25.1627993693248
1
<0.1%
-24.0190985475902
1
<0.1%
-23.8156358284126
1
<0.1%
-23.2415971479491
1
<0.1%
-22.8839985767803
1
<0.1%
-22.6679054064789
1
<0.1%
-22.6088681905866
1
<0.1%
-22.5416517287861
1
<0.1%
-21.90649321637
1
<0.1%
-21.7101876525534
1
<0.1%
-21.675483501012
1
<0.1%
-21.6739867132891
1
<0.1%
-21.5851521412337
1
<0.1%
-21.5368016259059
1
<0.1%
-21.3381950868483
1
<0.1%
LARGEST VALUES

9.25352625047285
1
<0.1%
9.20705853529557
1
<0.1%
8.53819513862616
1
<0.1%
7.89339253241379
1
<0.1%
7.76663636286699
1
<0.1%
7.73345628377118
1
<0.1%
7.61186152343735
1
<0.1%
7.57352262462532
1
<0.1%
7.4547846377911
1
<0.1%
7.41359414447294
1
<0.1%
7.34306961345452
1
<0.1%
7.29770644636297
1
<0.1%
7.29310779512161
1
<0.1%
7.21503021799048
1
<0.1%
7.1406267710918
1
<0.1%
V18
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
0.09
Amount
0.04
V17
-0.00
V16
-0.00
V19
-0.00
V21
-0.00
V28
0.00
V15
0.00
V12
-0.00
V22
-0.00
V10
0.00
V5
0.00
V20
-0.00
V8
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.11
MOST FREQUENT VALUES

-0.0526401462570187
77
<0.1%
-0.438992432436683
77
<0.1%
-0.257785857944933
62
<0.1%
0.617970476528782
60
<0.1%
-0.498849798665041
53
<0.1%
0.405548673555629
48
<0.1%
0.712873012618197
45
<0.1%
-0.105189588790714
40
<0.1%
0.587856253020328
39
<0.1%
0.485110431510628
36
<0.1%
-0.0686980996025901
36
<0.1%
-0.895392637621406
35
<0.1%
-0.976348350730408
30
<0.1%
-1.96337314823919
28
<0.1%
0.166473111833407
27
<0.1%
SMALLEST VALUES

-9.49874592104677
1
<0.1%
-9.33519307905321
1
<0.1%
-9.28783221397402
1
<0.1%
-9.26460873295655
1
<0.1%
-9.17055721888169
1
<0.1%
-9.09089206099764
1
<0.1%
-9.04284515066473
1
<0.1%
-8.85945192496352
1
<0.1%
-8.82981976595275
1
<0.1%
-8.66881519685045
1
<0.1%
-8.53452256380618
1
<0.1%
-8.49529893803197
1
<0.1%
-8.48535580519493
1
<0.1%
-8.48444905730181
1
<0.1%
-8.39855199494575
1
<0.1%
LARGEST VALUES

5.04106918541184
1
<0.1%
4.71239756635225
1
<0.1%
4.2956482344645
1
<0.1%
4.24384121345385
1
<0.1%
4.19959110679305
1
<0.1%
4.11555991860121
1
<0.1%
4.09343995554214
1
<0.1%
4.07939003491145
1
<0.1%
4.071328561655
1
<0.1%
4.05446246784904
1
<0.1%
4.0492343061117
1
<0.1%
4.02939542112074
1
<0.1%
4.02780617416473
1
<0.1%
3.90910619543352
1
<0.1%
3.8861764314075
1
<0.1%
V19
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
-0.06
Time
0.03
V18
-0.00
V15
-0.00
V28
-0.00
V11
-0.00
V16
0.00
V22
-0.00
V25
0.00
V23
0.00
V21
0.00
V26
0.00
V17
0.00
V3
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.03
MOST FREQUENT VALUES

-0.330590448442944
77
<0.1%
-0.116090785002835
77
<0.1%
0.0162561279842771
62
<0.1%
0.927600044556072
60
<0.1%
-0.14009868476221
53
<0.1%
-0.440929511947803
48
<0.1%
0.0067735552253612
45
<0.1%
-2.0979443214639
40
<0.1%
0.0493500831769145
39
<0.1%
0.271314885172261
36
<0.1%
0.255267674459398
36
<0.1%
0.0021275971696166
35
<0.1%
0.0225213552566786
30
<0.1%
-2.14918476797647
28
<0.1%
0.175176223606628
27
<0.1%
SMALLEST VALUES

-7.21352743017759
1
<0.1%
-6.93829731768481
1
<0.1%
-4.93273305547833
1
<0.1%
-4.67609227915336
1
<0.1%
-4.61903434177244
1
<0.1%
-4.57594086351166
1
<0.1%
-4.53983995714672
1
<0.1%
-4.4219439704558
1
<0.1%
-4.3952829851609
1
<0.1%
-4.39242090902923
1
<0.1%
-4.38482842763629
1
<0.1%
-4.36676706852367
1
<0.1%
-4.36433218425595
1
<0.1%
-4.35367948480622
1
<0.1%
-4.28938166431805
1
<0.1%
LARGEST VALUES

5.59197142733558
1
<0.1%
5.57211332687969
1
<0.1%
5.5017472139665
1
<0.1%
5.2283417900513
1
<0.1%
4.8910624409521
1
<0.1%
4.85125513655685
1
<0.1%
4.8011225533552
1
<0.1%
4.72718981419657
1
<0.1%
4.71514167078375
1
<0.1%
4.70326324565607
1
<0.1%
4.60600657015918
1
<0.1%
4.60472640086044
1
<0.1%
4.55535937937598
1
<0.1%
4.5473778263352
1
<0.1%
4.52114976319665
1
<0.1%
V20
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
0.34
Time
-0.05
V10
-0.00
V21
-0.00
V27
-0.00
V22
0.00
V17
-0.00
V18
-0.00
V26
-0.00
V9
-0.00
V16
0.00
V19
0.00
V12
0.00
V28
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.02
MOST FREQUENT VALUES

-0.180370118559693
77
<0.1%
-0.132079724302295
77
<0.1%
-0.187420788431655
62
<0.1%
0.0057566554189328
60
<0.1%
-0.120714034280473
53
<0.1%
-0.0869893297425326
48
<0.1%
0.0536071193018422
45
<0.1%
-0.167555416292594
40
<0.1%
0.0452174411898587
39
<0.1%
0.156089011075005
36
<0.1%
0.0169521541786674
36
<0.1%
-0.174293455033131
35
<0.1%
-0.152758211106465
30
<0.1%
-0.252496771398726
28
<0.1%
0.03273412430411
27
<0.1%
SMALLEST VALUES

-54.497720494566
1
<0.1%
-28.009635333749
1
<0.1%
-25.2223452405297
1
<0.1%
-23.6468903321673
1
<0.1%
-23.4201725720228
1
<0.1%
-22.8385483047643
1
<0.1%
-21.964898279756
1
<0.1%
-21.5338217447371
1
<0.1%
-21.3871219290332
1
<0.1%
-21.028271705455
1
<0.1%
-21.024817086004
1
<0.1%
-20.5645063939152
1
<0.1%
-20.5220935091961
1
<0.1%
-20.2350603555964
1
<0.1%
-20.2079401763488
1
<0.1%
LARGEST VALUES

39.4209042482199
1
<0.1%
38.1172091261285
1
<0.1%
26.2373907895659
1
<0.1%
24.1338941917421
1
<0.1%
23.6490945681255
1
<0.1%
23.6434169432181
1
<0.1%
19.7464530836708
1
<0.1%
17.8852381953126
1
<0.1%
17.8195074303185
1
<0.1%
17.2818589035271
1
<0.1%
17.1410523617682
1
<0.1%
16.7564479267279
1
<0.1%
16.4369203537698
1
<0.1%
16.1785349526456
1
<0.1%
15.8150513374263
1
<0.1%
V21
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
0.11
Time
0.04
V22
0.00
V27
-0.00
V18
-0.00
V20
-0.00
V10
0.00
V17
-0.00
V23
0.00
V12
0.00
V19
0.00
V26
-0.00
V16
-0.00
V9
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.04
MOST FREQUENT VALUES

0.269764951361357
77
<0.1%
-0.262580846041176
77
<0.1%
-0.361158036599845
62
<0.1%
-0.0642082814806287
60
<0.1%
-0.35233380052375
53
<0.1%
-0.0672166613423604
48
<0.1%
-0.207432404472897
45
<0.1%
-0.0402375927503545
40
<0.1%
-0.191819982814025
39
<0.1%
0.0073428026657956
36
<0.1%
-0.313307445437249
36
<0.1%
0.0952483103052246
35
<0.1%
-0.292702525802468
30
<0.1%
0.0315107779491862
28
<0.1%
-0.342676244682858
27
<0.1%
SMALLEST VALUES

-34.8303821448146
1
<0.1%
-22.889347040939
1
<0.1%
-22.7976039055519
1
<0.1%
-22.7575398590576
1
<0.1%
-22.6656846048615
1
<0.1%
-21.6201196505274
1
<0.1%
-21.4537362781468
1
<0.1%
-20.2620543418439
1
<0.1%
-18.6329185519133
1
<0.1%
-18.6030881963614
1
<0.1%
-18.458144211812
1
<0.1%
-16.9220157786505
1
<0.1%
-16.6407847901225
1
<0.1%
-16.1703858292815
1
<0.1%
-15.7901416404921
1
<0.1%
LARGEST VALUES

27.2028391573154
6
<0.1%
22.6148893676169
1
<0.1%
22.5995433627945
1
<0.1%
22.5889894712903
1
<0.1%
22.5806752741477
1
<0.1%
22.5797142309915
1
<0.1%
22.5656802363554
1
<0.1%
21.8997237719771
1
<0.1%
20.0637857993471
1
<0.1%
19.3308299317447
1
<0.1%
19.3250633392599
1
<0.1%
19.3078078040558
1
<0.1%
19.2909548150857
1
<0.1%
19.2836018231462
1
<0.1%
19.2759760474521
1
<0.1%
V22
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
0.14
Amount
-0.06
V21
0.00
V19
-0.00
V25
-0.00
V20
0.00
V7
-0.00
V14
0.00
V28
-0.00
V18
-0.00
V15
-0.00
V23
0.00
V17
-0.00
V10
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.00
MOST FREQUENT VALUES

0.844626646775712
77
<0.1%
-0.816263763157847
77
<0.1%
-0.984261949244254
62
<0.1%
-0.0805870774450856
60
<0.1%
-0.996936774828093
53
<0.1%
-0.0726415994946915
48
<0.1%
-0.692416684181818
45
<0.1%
0.0961715739635631
40
<0.1%
-0.650117795537897
39
<0.1%
0.250885695089417
36
<0.1%
-1.06893437804012
36
<0.1%
0.367526357431716
35
<0.1%
-0.835377171568381
30
<0.1%
0.278743282855173
28
<0.1%
-1.14850355673892
27
<0.1%
SMALLEST VALUES

-10.933143697655
1
<0.1%
-9.49942296430251
1
<0.1%
-8.88701714094871
6
<0.1%
-8.59364156538624
1
<0.1%
-8.55580793045634
1
<0.1%
-8.52714487200442
1
<0.1%
-8.48344112662828
1
<0.1%
-8.45459924338733
1
<0.1%
-8.42024560472129
1
<0.1%
-8.24548139884255
1
<0.1%
-7.4171399013551
1
<0.1%
-7.33107784160372
1
<0.1%
-7.10599006152091
1
<0.1%
-6.92635333081555
1
<0.1%
-6.49761625993205
1
<0.1%
LARGEST VALUES

10.5030900899454
1
<0.1%
8.36198519168435
1
<0.1%
8.31627543891357
1
<0.1%
8.27223298396612
1
<0.1%
7.35725516177051
1
<0.1%
7.24876260653587
1
<0.1%
7.2201576544005
1
<0.1%
7.05749640311325
1
<0.1%
6.79045218944456
1
<0.1%
6.09051350612959
1
<0.1%
5.89433017912376
1
<0.1%
5.81273919292008
1
<0.1%
5.80579514492344
1
<0.1%
5.77408726884239
1
<0.1%
5.71230304286357
1
<0.1%
V23
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
-0.11
Time
0.05
V28
0.00
V26
0.00
V25
-0.00
V16
0.00
V13
-0.00
V19
0.00
V21
0.00
V27
0.00
V17
0.00
V18
-0.00
V22
0.00
V12
0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.00
MOST FREQUENT VALUES

0.0206746676928111
77
<0.1%
0.140304302014326
77
<0.1%
0.354198094344309
62
<0.1%
-0.0729910792746877
60
<0.1%
0.36348490597863
53
<0.1%
-0.0365842826760227
48
<0.1%
-0.118597511644349
45
<0.1%
-0.0925489695836041
40
<0.1%
-0.114069463781717
39
<0.1%
-0.331599689403957
36
<0.1%
0.103796606011009
36
<0.1%
0.0105351958837573
35
<0.1%
0.380779677536014
30
<0.1%
-0.0273367871876948
28
<0.1%
0.0952788160385239
27
<0.1%
SMALLEST VALUES

-44.8077352037913
1
<0.1%
-36.666000066027
1
<0.1%
-32.828994997462
1
<0.1%
-30.269720014317
1
<0.1%
-27.5336432850003
1
<0.1%
-27.2154363747352
1
<0.1%
-26.7511186627687
1
<0.1%
-26.4297413575298
1
<0.1%
-25.3567442522144
1
<0.1%
-23.2220163138211
1
<0.1%
-22.575000441266
1
<0.1%
-22.4591701975984
1
<0.1%
-21.3036657586413
1
<0.1%
-20.7944222329193
1
<0.1%
-20.7573580506534
1
<0.1%
LARGEST VALUES

22.5284116897749
1
<0.1%
22.0835448685737
1
<0.1%
20.8033440994696
1
<0.1%
19.2281690825742
1
<0.1%
19.0029418232927
1
<0.1%
18.94673403604
1
<0.1%
18.3644722654367
1
<0.1%
17.7684617982855
1
<0.1%
17.7517305591435
1
<0.1%
17.6066368630811
1
<0.1%
17.2978450837577
1
<0.1%
16.7228159833487
1
<0.1%
15.8794213574391
1
<0.1%
15.7199519802109
1
<0.1%
15.6260669771726
1
<0.1%
V24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.02
Amount
0.01
V11
0.00
V25
0.00
V6
-0.00
V5
-0.00
V13
-0.00
V15
-0.00
V12
0.00
V16
-0.00
V27
-0.00
V9
-0.00
V28
-0.00
V8
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.01
MOST FREQUENT VALUES

0.726211883811499
77
<0.1%
0.357827249299806
77
<0.1%
0.6207093385008
62
<0.1%
1.01813597043583
60
<0.1%
0.60482656975204
53
<0.1%
0.529692767553245
48
<0.1%
0.891479667860564
45
<0.1%
-1.34566370602836
40
<0.1%
0.915935599538802
39
<0.1%
1.00995227965779
36
<0.1%
0.992125714637669
36
<0.1%
0.78418450070872
35
<0.1%
0.698235421519841
30
<0.1%
-0.708803342555397
28
<0.1%
0.946121234133879
27
<0.1%
SMALLEST VALUES

-2.83662691870341
1
<0.1%
-2.82484890293617
1
<0.1%
-2.82268359235889
1
<0.1%
-2.82238396858124
1
<0.1%
-2.81489763570598
1
<0.1%
-2.80789696214131
1
<0.1%
-2.79047932289454
1
<0.1%
-2.7896138103406
1
<0.1%
-2.77660038933028
1
<0.1%
-2.77566977084833
1
<0.1%
-2.76663761505072
1
<0.1%
-2.76551905233388
1
<0.1%
-2.7610465396354
1
<0.1%
-2.7599422033149
1
<0.1%
-2.75488906331115
1
<0.1%
LARGEST VALUES

4.58454913689817
1
<0.1%
4.02286589044732
1
<0.1%
4.01634181669268
1
<0.1%
4.01444438473061
1
<0.1%
3.99829367807569
1
<0.1%
3.99064594994026
1
<0.1%
3.97963664643794
1
<0.1%
3.96219734268976
1
<0.1%
3.95701282112281
1
<0.1%
3.95167929119165
1
<0.1%
3.9492453485154
1
<0.1%
3.94806149795408
1
<0.1%
3.94452035033712
1
<0.1%
3.92660368306814
1
<0.1%
3.71150141422106
1
<0.1%
V26
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Time
-0.04
Amount
-0.00
V25
0.00
V23
0.00
V7
-0.00
V19
0.00
V21
-0.00
V16
-0.00
V4
-0.00
V10
-0.00
V20
-0.00
V5
0.00
V18
0.00
V28
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.00
MOST FREQUENT VALUES

-0.398827514959463
77
<0.1%
0.0965444707905616
77
<0.1%
0.166735634335132
62
<0.1%
-0.671322844293718
60
<0.1%
0.219670647442604
53
<0.1%
0.73586965178554
48
<0.1%
0.384013445762976
45
<0.1%
-0.182673522501729
40
<0.1%
0.383879417575573
39
<0.1%
-0.824470557380348
36
<0.1%
0.110373548574965
36
<0.1%
0.734474936337659
35
<0.1%
0.219158729955486
30
<0.1%
-0.231544652581981
28
<0.1%
0.110625671340742
27
<0.1%
SMALLEST VALUES

-2.60455055280817
1
<0.1%
-2.53432972105675
1
<0.1%
-2.24162029000295
1
<0.1%
-2.06856086855144
1
<0.1%
-1.8553553377608
1
<0.1%
-1.77806147572803
1
<0.1%
-1.77357483976351
1
<0.1%
-1.73291702074868
1
<0.1%
-1.73200826974034
1
<0.1%
-1.72692787397488
1
<0.1%
-1.71564028572405
1
<0.1%
-1.6970175075611
1
<0.1%
-1.66413018212331
1
<0.1%
-1.65816193510108
1
<0.1%
-1.65319317767534
1
<0.1%
LARGEST VALUES

3.5173456116238
1
<0.1%
3.4632456536448
1
<0.1%
3.41563624349633
1
<0.1%
3.22017837466898
1
<0.1%
3.15532747327538
1
<0.1%
3.12274743869437
1
<0.1%
3.11929452903772
1
<0.1%
3.11858847721278
1
<0.1%
3.11620010152419
1
<0.1%
3.08744427401749
1
<0.1%
3.08058791691416
1
<0.1%
3.07293674437706
1
<0.1%
3.06790743126568
1
<0.1%
3.06557569653728
1
<0.1%
3.04080820177045
1
<0.1%
V27
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
0.03
Time
-0.01
V21
-0.00
V15
-0.00
V20
-0.00
V16
0.00
V17
0.00
V25
-0.00
V3
0.00
V2
-0.00
V13
-0.00
V5
0.00
V23
0.00
V10
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.02
MOST FREQUENT VALUES

0.0277351215052822
77
<0.1%
-0.035866315294695
77
<0.1%
-0.0682990099344722
62
<0.1%
0.0968009452278396
60
<0.1%
-0.0392094515896982
53
<0.1%
-0.0582327676516994
48
<0.1%
-0.0284652724675567
45
<0.1%
0.107058302469808
40
<0.1%
-0.0319023040878611
39
<0.1%
0.241305212556617
36
<0.1%
-0.0283020664307734
36
<0.1%
-0.0939989836139304
35
<0.1%
-0.052337112451948
30
<0.1%
0.0116329946469164
28
<0.1%
-0.0218366061797577
27
<0.1%
SMALLEST VALUES

-22.5656793207827
1
<0.1%
-9.89524404755692
1
<0.1%
-9.84580769277898
1
<0.1%
-9.79356790513751
1
<0.1%
-9.54485537539148
1
<0.1%
-9.54351833648429
1
<0.1%
-9.3909797964008
1
<0.1%
-8.87866514836831
2
<0.1%
-8.83976580229938
2
<0.1%
-8.70306782251465
1
<0.1%
-8.56763773820185
1
<0.1%
-8.35831663793055
1
<0.1%
-8.26090886149568
1
<0.1%
-7.97609981777884
1
<0.1%
-7.76414677154861
1
<0.1%
LARGEST VALUES

31.6121981061363
1
<0.1%
12.1524011068287
1
<0.1%
11.1357398445742
1
<0.1%
10.5078843530835
1
<0.1%
10.1355973462957
1
<0.1%
9.87990302588052
1
<0.1%
9.20088256747164
1
<0.1%
8.93263874924168
1
<0.1%
8.70897233953388
1
<0.1%
8.25437559746772
1
<0.1%
8.10429744159979
1
<0.1%
8.08854948493448
1
<0.1%
7.99476203812563
1
<0.1%
7.13824027479808
1
<0.1%
7.12634322748451
1
<0.1%
V28
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

Amount
0.01
Time
-0.01
V14
0.00
V23
0.00
V19
-0.00
V15
-0.00
V13
0.00
V9
0.00
V18
0.00
V3
0.00
V12
0.00
V16
0.00
V8
-0.00
V22
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.01
MOST FREQUENT VALUES

-0.0602821510762213
77
<0.1%
0.0184945729704665
77
<0.1%
-0.0295847028396107
62
<0.1%
0.0286968782920849
60
<0.1%
-0.0427869554036275
53
<0.1%
-0.0266576195050194
48
<0.1%
0.0361233094119335
45
<0.1%
0.0718180029478637
40
<0.1%
0.0298493414012052
39
<0.1%
-0.0203586378568534
36
<0.1%
0.0118363066968965
36
<0.1%
-0.0919453792934968
35
<0.1%
-0.0667502276117979
30
<0.1%
0.0055791010722317
28
<0.1%
0.0236383775739503
27
<0.1%
SMALLEST VALUES

-15.4300839055349
1
<0.1%
-11.7108956394515
1
<0.1%
-9.61791545238239
1
<0.1%
-8.65656990038166
1
<0.1%
-8.47868564330279
1
<0.1%
-8.46460924320034
1
<0.1%
-8.42404100091667
1
<0.1%
-8.41226662836102
1
<0.1%
-8.36485333190981
1
<0.1%
-8.33812262016228
1
<0.1%
-8.31402899337115
1
<0.1%
-8.31016672708344
1
<0.1%
-8.3079554873602
1
<0.1%
-8.29525813315014
1
<0.1%
-8.2779240852007
1
<0.1%
LARGEST VALUES

33.8478078188831
1
<0.1%
22.6200722185803
1
<0.1%
16.1296091387323
1
<0.1%
15.9421509812735
1
<0.1%
15.8704740546886
1
<0.1%
15.8667207920692
1
<0.1%
15.7696355956939
1
<0.1%
15.7268065997888
1
<0.1%
15.6491339573227
1
<0.1%
15.6326886638907
1
<0.1%
15.6190414749525
1
<0.1%
15.5226486898333
1
<0.1%
15.4159247123069
1
<0.1%
15.4070194068455
1
<0.1%
15.3749493346096
1
<0.1%
Amount
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

V2
-0.53
V7
0.40
V5
-0.39
V20
0.34
V1
-0.23
V6
0.22
V3
-0.21
V23
-0.11
V21
0.11
V8
-0.10
V10
-0.10
V4
0.10
V22
-0.06
V19
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

Class
0.01
MOST FREQUENT VALUES

1.0
13,688
4.8%
1.98
6,044
2.1%
0.89
4,872
1.7%
9.99
4,747
1.7%
15.0
3,280
1.2%
0.76
2,998
1.1%
10.0
2,950
1.0%
1.29
2,892
1.0%
1.79
2,623
0.9%
0.99
2,304
0.8%
20.0
2,002
0.7%
0.0
1,825
0.6%
8.99
1,811
0.6%
11.5
1,741
0.6%
4.49
1,579
0.6%
SMALLEST VALUES

0.0
1,825
0.6%
0.01
718
0.3%
0.02
85
<0.1%
0.03
3
<0.1%
0.04
11
<0.1%
0.05
44
<0.1%
0.06
3
<0.1%
0.07
11
<0.1%
0.08
10
<0.1%
0.09
2
<0.1%
0.1
34
<0.1%
0.11
23
<0.1%
0.12
234
<0.1%
0.13
5
<0.1%
0.14
5
<0.1%
LARGEST VALUES

25691.16
1
<0.1%
19656.53
1
<0.1%
18910.0
1
<0.1%
12910.93
1
<0.1%
11898.09
1
<0.1%
11789.84
1
<0.1%
10199.44
1
<0.1%
10000.0
1
<0.1%
8790.26
1
<0.1%
8787.0
1
<0.1%
8360.0
1
<0.1%
8182.7
1
<0.1%
7879.42
1
<0.1%
7862.39
1
<0.1%
7766.6
1
<0.1%
Class
MISSING:
---
TOP CATEGORIES

V25
(avg)
0
284,315
>99%
-0.000
1
492
<1%
0.041
ALL
284,807
100%
0.000
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Class
PROVIDES INFORMATION ON...


THESE FEATURES
GIVE INFORMATION
ON Class:


NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Class
CORRELATION RATIO WITH...

V17
0.33
V14
0.30
V12
0.26
V10
0.22
V16
0.20
V3
0.19
V7
0.19
V11
0.15
V4
0.13
V18
0.11
V1
0.10
V9
0.10
V5
0.09
V2
0.09